Lyft rebuilt its outdated neighborhood travel-time dataset with more accurate ETAs, better coverage, drivable-location filtering, and self-service fields, improving how pricing and driver heatmaps understand nearby supply. It will now refresh every six months, with time-aware ETAs planned to reflect changing traffic throughout the week.